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  • 标题:A NNIA Scheme for Timetabling Problems
  • 本地全文:下载
  • 作者:Yu Lei ; Jiao Shi
  • 期刊名称:Journal of Optimization
  • 电子版ISSN:2314-6486
  • 出版年度:2017
  • 卷号:2017
  • DOI:10.1155/2017/5723239
  • 出版社:Hindawi Publishing Corporation
  • 摘要:This paper presents a memetic multiobjective optimization algorithm based on NNIA for examination timetabling problems. In this paper, the examination timetabling problem is considered as a two-objective optimization problem while it is modeled as a single-objective optimization problem generally. Within the NNIA framework, the special crossover operator is utilized to search in the solution space; two local search techniques are employed to optimize these two objectives and a diversity-keeping strategy which consists of an elitism group operator and an extension optimization operator to ensure a sufficient number of solutions in the pareto front. The proposed algorithm was tested on the most widely used uncapacitated Carter benchmarks. Experimental results prove that the proposed algorithm is a competitive algorithm.
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